{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. Setting global"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "global graph_opts ///\n",
    "\ttitle(, justification(left) color(black) span pos(11)) ///\n",
    "\tgraphregion(color(white) lc(white) la(center)) /// <- remove la(center) for Stata < 15\n",
    "\tylab(,angle(0) nogrid) xtit(,placement(left) justification(left)) ///\n",
    "\tyscale(noline) xscale(noline) legend(region(lc(none) fc(none)))\n",
    "\n",
    "global comb_opts ///\n",
    "\tgraphregion(color(white) lc(white) la(center))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. Running ado.file\n",
    "```chartable``` generates a chart of primary regression results for a variable list, combined with a table detailing those results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "qui do \"https://raw.githubusercontent.com/worldbank/Stata-IE-Visual-Library/develop/Library/Charts/Chart%20of%20marginal%20effect%20with%20results%20table%20(Differences%20by%20different%20variables)/chartable.ado\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3. Uploading data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "use \"https://github.com/worldbank/Stata-IE-Visual-Library/raw/develop/Library/Charts/Chart%20of%20marginal%20effect%20with%20results%20table%20(Differences%20by%20different%20variables)/data.dta\", clear"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4. Creating graphs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "qui chartable ///\n",
    "\t\tcorrect treat_cxr re_3 treat_refer med_any med_l_any_1 med_l_any_2 med_l_any_3  med_k_any_9  ///\n",
    "\t\t[pweight = weight_city] ///\n",
    "\t\t, $graph_opts rhs(type_formal 3.city i.case ) case0(Non-MBBS) case1(MBBS+) or command(logit) title(\"A. Differences by MBBS Qualification\")\n",
    "\n",
    "\t\tqui graph save \"Fig_3_1.gph\" , replace\n",
    "\n",
    "qui chartable ///\n",
    "\t\tcorrect treat_cxr re_3 re_4 treat_refer med_any med_l_any_1 med_l_any_2 med_l_any_3  med_k_any_9  ///\n",
    "\t\tif type_formal == 0 ///\n",
    "\t\t[pweight = weight_city] ///\n",
    "\t\t, $graph_opts rhs(3.city i.case ) case0(Patna Non-MBBS) case1(Mumbai Non-MBBS) or command(logit) title(\"B. Non-MBBS Differences by City\")\n",
    "\n",
    "\t\tqui graph save \"Fig_3_2.gph\" , replace\n",
    "\n",
    "qui chartable ///\n",
    "\t\tcorrect treat_cxr re_3 re_4 treat_refer med_any med_l_any_1 med_l_any_2 med_l_any_3  med_k_any_9  ///\n",
    "\t\tif type_formal == 1 ///\n",
    "\t\t[pweight = weight_city] ///\n",
    "\t\t, $graph_opts rhs(3.city i.case ) case0(Patna MBBS+) case1(Mumbai MBBS+) or command(logit) title(\"C. MBBS Differences by City\")\n",
    "\n",
    "\t\tqui graph save \"Fig_3_3.gph\" , replace"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 5. Combining the graphs "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "This front-end cannot display the desired image type."
      ]
     },
     "metadata": {
      "image/png": {
       "height": 720,
       "width": 600
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "graph combine ///\n",
    "\t\"Fig_3_1.gph\" ///\n",
    "\t\"Fig_3_2.gph\" ///\n",
    "\t\"Fig_3_3.gph\" ///\n",
    "\t, $comb_opts xsize(5) c(1) ysize(6) altshrink"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 6. Exporting the graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "qui graph export \"figure.png\" , replace width(2000)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Stata",
   "language": "stata",
   "name": "stata"
  },
  "language_info": {
   "file_extension": ".do",
   "mimetype": "text/x-stata",
   "name": "stata"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
